Post by Elastic

Most search benchmarks only tell half the story. You measure relevance, ship it, and p99 latency falls apart under real concurrency. Or you optimize for speed and your top-k results are fast garbage. Either way, your team is debugging in production instead of catching it during eval. We mapped out the 10 metrics that matter across both relevance and performance, along with the benchmarking practices that keep your numbers reproducible.